通过适当的滤波对相位阶跃干涉过程的图像增强

I. Younus
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引用次数: 0

摘要

PSI(相位阶跃干涉测量)是一种众所周知的测量表面变形的技术。由于在这种技术中,线性系统的相位特性是使用反正切函数计算的,因此在某些点上,原始相位数据超过了2/spl pi/。此外,表面粗糙度、相位解包裹和环境施加的额外噪声使表面看起来像原始表面,具有巨大的脉冲噪声,单纯使用PSI技术无法产生精确的重建表面。本文提出了一种抑制噪声、提高图像质量的滤波技术。我们建议用平均滤波器对原始相位数据进行预滤波,以消除高斯噪声。然后,在适当的解包裹处理后,数据应该用RCM(秩条件中值)过滤器过滤。该滤波器能有效地处理脉冲型噪声,并保持步长边缘不模糊。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image enhancement for the phase stepped interferometric process by appropriate filtering
PSI (Phase Stepped Interferometry) is a well known technique for the measurement of surface deformation. Since in this technique phase characteristic of a linear system is computed using arctangent function, in some points the raw phase data exceeds the value 2/spl pi/. Moreover the surface roughness, phase unwrapping and extra noise imposed from the environment makes the surface look like a original surface with huge impulsive noise and simply using PSI technique does not produce accurate reconstructed surface. In this paper we propose a filtering technique that suppress the noise and enhance the image quality. We propose that the raw phase data should be prefiltered by a mean filter to eliminate Gaussian noise. Then after proper unwrapping treatment the data should be filtered with a RCM (Rank Conditioned Median) filter. This filter is effective at treating impulsive type noise and preserve step edges without blurring.
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